Split (1)

train · 25k rows

age stringclasses 6 values	time_in_hospital int64 1 14	n_lab_procedures int64 1 113	n_procedures int64 0 6	n_medications int64 1 79	n_outpatient int64 0 33	n_inpatient int64 0 15	n_emergency int64 0 64	medical_specialty stringclasses 7 values	diag_1 stringclasses 8 values	diag_2 stringclasses 8 values	diag_3 stringclasses 8 values	glucose_test stringclasses 3 values	A1Ctest stringclasses 3 values	change stringclasses 2 values	diabetes_med stringclasses 2 values	readmitted stringclasses 2 values
[70-80)	10	61	6	32	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	yes
[50-60)	1	55	0	13	1	1	1	InternalMedicine	Respiratory	Other	Circulatory	no	high	no	no	no
[70-80)	3	54	4	24	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	11	78	6	32	0	0	0	Cardiology	Circulatory	Circulatory	Injury	no	high	yes	yes	no
[70-80)	4	48	1	10	0	1	0	Missing	Digestive	Circulatory	Other	no	no	no	no	yes
[40-50)	7	38	1	16	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	yes
[50-60)	5	51	1	18	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	no	no
[70-80)	2	21	0	16	0	0	0	Other	Circulatory	Diabetes	Other	high	no	yes	yes	yes
[70-80)	1	36	6	14	0	0	0	Missing	Circulatory	Other	Diabetes	no	high	no	yes	yes
[70-80)	14	66	2	21	0	2	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	7	71	0	24	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	17	1	15	0	0	0	Other	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	7	82	0	19	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	2	35	0	5	0	4	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	1	1	11	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	3	48	3	15	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	3	19	0	19	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	3	1	0	4	0	0	0	Emergency/Trauma	Circulatory	Other	Diabetes	no	no	no	yes	yes
[90-100)	6	65	0	6	0	1	0	Missing	Digestive	Circulatory	Other	no	no	no	no	yes
[60-70)	10	26	2	18	0	1	0	Family/GeneralPractice	Other	Other	Diabetes	no	no	yes	yes	no
[60-70)	8	34	2	33	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	yes
[80-90)	4	57	0	10	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	no	no
[80-90)	4	18	2	13	0	0	1	Family/GeneralPractice	Circulatory	Circulatory	Other	normal	no	no	yes	no
[70-80)	12	48	0	13	0	3	0	Other	Other	Digestive	Other	no	no	no	no	no
[60-70)	2	36	0	12	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	no	no	yes
[80-90)	8	46	0	24	0	1	0	Cardiology	Other	Circulatory	Circulatory	no	normal	no	yes	yes
[50-60)	6	31	1	10	0	0	0	Missing	Other	Musculoskeletal	Other	no	no	yes	yes	no
[80-90)	9	71	1	14	0	1	0	InternalMedicine	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	7	55	5	39	1	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	2	34	6	11	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[40-50)	2	29	4	24	2	3	0	Other	Injury	Musculoskeletal	Diabetes	no	no	yes	yes	yes
[70-80)	4	38	1	8	0	0	0	Family/GeneralPractice	Injury	Other	Missing	no	no	no	no	no
[70-80)	8	77	6	28	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	1	40	0	12	4	1	1	Missing	Diabetes	Other	Injury	no	no	yes	yes	no
[70-80)	5	51	1	14	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[60-70)	6	60	1	21	1	2	2	Missing	Digestive	Other	Digestive	no	no	no	yes	no
[70-80)	12	40	0	11	0	0	0	Surgery	Other	Respiratory	Diabetes	no	no	yes	yes	yes
[60-70)	1	29	2	23	0	1	0	Missing	Circulatory	Diabetes	Other	no	no	no	no	no
[70-80)	4	55	0	13	7	0	0	InternalMedicine	Other	Other	Respiratory	no	no	no	no	yes
[60-70)	10	72	6	41	0	0	0	Other	Musculoskeletal	Circulatory	Other	no	no	yes	yes	no
[80-90)	2	52	0	12	0	1	0	Other	Other	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	3	51	0	10	0	0	0	Other	Other	Other	Other	no	normal	no	yes	yes
[70-80)	4	31	1	14	0	0	0	Surgery	Other	Other	Diabetes	no	no	no	yes	no
[70-80)	4	65	2	12	0	0	0	InternalMedicine	Injury	Other	Diabetes	high	no	no	yes	yes
[60-70)	12	48	3	29	0	0	0	Other	Diabetes	Circulatory	Other	no	no	yes	yes	no
[60-70)	6	29	0	28	2	0	0	Missing	Injury	Respiratory	Other	no	no	no	yes	yes
[50-60)	2	76	0	20	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	5	46	3	14	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	3	55	0	6	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	no	no	no	no
[80-90)	14	77	2	28	0	0	0	Emergency/Trauma	Circulatory	Other	Musculoskeletal	no	high	yes	yes	yes
[70-80)	7	84	0	20	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	11	37	0	11	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[80-90)	13	53	0	20	1	0	0	Missing	Other	Injury	Other	no	no	yes	yes	yes
[70-80)	9	30	1	9	0	0	0	Missing	Digestive	Other	Respiratory	no	no	no	no	yes
[80-90)	10	82	1	17	0	0	0	InternalMedicine	Diabetes	Respiratory	Other	no	high	no	yes	no
[50-60)	1	55	0	9	0	1	0	Missing	Circulatory	Diabetes	Other	no	no	no	yes	yes
[50-60)	1	32	6	7	0	0	0	Cardiology	Circulatory	Respiratory	Other	no	no	no	no	no
[50-60)	3	56	1	7	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	no
[50-60)	5	39	0	15	0	0	0	Other	Circulatory	Other	Other	no	no	yes	yes	no
[80-90)	1	45	0	8	0	0	0	Missing	Diabetes	Other	Missing	no	no	yes	yes	yes
[50-60)	4	31	1	12	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	1	26	0	4	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	no	no
[50-60)	2	39	0	14	0	0	0	Surgery	Injury	Other	Other	no	no	no	yes	yes
[80-90)	11	47	2	25	0	0	0	Family/GeneralPractice	Other	Other	Other	no	normal	yes	yes	no
[80-90)	13	78	1	25	0	0	0	Missing	Injury	Other	Respiratory	no	no	yes	yes	no
[80-90)	5	54	1	9	0	1	0	Missing	Other	Other	Circulatory	no	no	no	no	yes
[60-70)	9	12	0	12	0	0	2	Missing	Other	Other	Other	no	normal	no	yes	no
[80-90)	6	67	3	8	0	0	0	Emergency/Trauma	Circulatory	Other	Other	no	no	no	no	yes
[70-80)	2	69	2	10	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	9	31	1	18	0	1	0	Missing	Respiratory	Other	Respiratory	no	no	no	yes	yes
[70-80)	6	64	5	37	0	2	0	Cardiology	Injury	Respiratory	Circulatory	no	no	no	yes	no
[40-50)	7	41	1	15	0	2	0	Other	Other	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	1	49	3	13	0	1	2	Family/GeneralPractice	Respiratory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	11	77	4	14	1	1	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[50-60)	3	17	3	16	0	2	0	Missing	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	3	47	1	5	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[80-90)	3	14	0	18	5	0	0	Missing	Circulatory	Circulatory	Circulatory	normal	no	no	no	no
[90-100)	3	53	0	5	0	1	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	no	no	yes
[80-90)	4	54	1	12	0	9	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[90-100)	6	46	1	19	1	1	0	Other	Digestive	Circulatory	Circulatory	no	high	no	yes	no
[50-60)	5	53	1	17	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	yes	yes
[80-90)	5	49	2	10	0	0	0	Family/GeneralPractice	Other	Circulatory	Other	no	high	yes	yes	yes
[40-50)	4	65	0	8	0	0	0	InternalMedicine	Respiratory	Other	Other	no	high	no	no	no
[90-100)	5	62	0	18	1	0	0	Missing	Respiratory	Other	Other	no	no	no	no	yes
[70-80)	4	20	0	13	0	1	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[70-80)	8	16	2	13	2	1	1	Missing	Circulatory	Other	Other	normal	no	no	yes	yes
[60-70)	8	45	0	24	0	4	1	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[50-60)	2	31	0	10	0	1	0	Missing	Diabetes	Other	Diabetes	no	no	yes	yes	yes
[80-90)	14	19	1	20	0	1	0	Surgery	Injury	Diabetes	Diabetes	normal	no	no	yes	yes
[40-50)	3	26	0	9	4	0	0	Missing	Diabetes	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	3	48	0	17	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	5	31	0	6	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[40-50)	1	11	0	7	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[60-70)	5	73	2	16	0	0	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[80-90)	8	23	2	22	3	1	0	Surgery	Circulatory	Diabetes	Missing	normal	no	yes	yes	no
[60-70)	5	56	2	21	0	1	0	Missing	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[50-60)	6	31	2	13	2	2	0	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	14	63	6	49	0	1	0	Missing	Circulatory	Respiratory	Digestive	no	no	yes	yes	yes
[60-70)	3	36	0	11	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[60-70)	1	36	5	5	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	no	no	no

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